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Education, Dietary Intakes and Exercise

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  • Stephanie von Hinke

Abstract

This paper examines the relationship between education and health behaviours, focusing on potential offsetting responses between calories in (i.e. dietary intakes) and calories out (i.e. physical activity). It exploits the 1972 British compulsory schooling law that raised the minimum school leaving age from 15 to 16 to estimate the effects of education on diet and exercise around middle age. Using a regression discontinuity design, the findings suggest that the reform led to a worsening of the quality of the diet, with increases in total calories, fats and animal proteins. However, I find that these changes are partially offset by a discontinuous increase in physical activity. Back‐of‐the‐envelope calculations suggest little effect on the balance of calories. As such, the findings show that focusing on the two components of energy balance provides additional information that is concealed in analyses that only use a measure of obesity.

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  • Stephanie von Hinke, 2022. "Education, Dietary Intakes and Exercise," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(1), pages 214-240, February.
  • Handle: RePEc:bla:obuest:v:84:y:2022:i:1:p:214-240
    DOI: 10.1111/obes.12463
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    1. Hendrik Jürges & Eberhard Kruk & Steffen Reinhold, 2013. "The effect of compulsory schooling on health—evidence from biomarkers," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 645-672, April.
    2. Johnston, David W. & Lordan, Grace & Shields, Michael A. & Suziedelyte, Agne, 2015. "Education and health knowledge: Evidence from UK compulsory schooling reform," Social Science & Medicine, Elsevier, vol. 127(C), pages 92-100.
    3. David S. Lee & Justin McCrary & Marcelo J. Moreira & Jack Porter, 2022. "Valid t-Ratio Inference for IV," American Economic Review, American Economic Association, vol. 112(10), pages 3260-3290, October.
    4. Matt Dickson & Paul Gregg & Harriet Robinson, 2016. "Early, Late or Never? When Does Parental Education Impact Child Outcomes?," Economic Journal, Royal Economic Society, vol. 126(596), pages 184-231, October.
    5. Avendano, M.; de Coulon, A.; Nafilyan, V.;, 2017. "Does more education always improve mental health? Evidence from a British compulsory schooling reform," Health, Econometrics and Data Group (HEDG) Working Papers 17/10, HEDG, c/o Department of Economics, University of York.
    6. Neil M. Davies & Matt Dickson & George Davey Smith & Gerard J. van den Berg & Frank Windmeijer, 2018. "The causal effects of education on health outcomes in the UK Biobank," Nature Human Behaviour, Nature, vol. 2(2), pages 117-125, February.
    7. David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 93-118, Summer.
    8. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    9. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    10. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    11. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    12. Alan I. Barreca & Melanie Guldi & Jason M. Lindo & Glen R. Waddell, 2011. "Saving Babies? Revisiting the effect of very low birth weight classification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2117-2123.
    13. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    14. Cawley, John & Frisvold, David & Hill, Anna & Jones, David, 2020. "Oakland’s sugar-sweetened beverage tax: Impacts on prices, purchases and consumption by adults and children," Economics & Human Biology, Elsevier, vol. 37(C).
    15. Bhaskar, Venkataraman & Anderberg, Dan & Bagger, Jesper & Wilson, Tanya, 2019. "Marriage Market Equilibrium, Qualifications, and Ability," CEPR Discussion Papers 13590, C.E.P.R. Discussion Papers.
    16. Janke, Katharina & Johnston, David W. & Propper, Carol & Shields, Michael A., 2018. "The Causal Effect of Education on Chronic Health Conditions," IZA Discussion Papers 11353, Institute of Labor Economics (IZA).
    17. Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
    18. Trivedi, Minakshi & Sridhar, Karthik & Kumar, Ashish, 2016. "Impact of Healthy Alternatives on Consumer Choice: A Balancing Act," Journal of Retailing, Elsevier, vol. 92(1), pages 65-82.
    19. Hans van Kippersluis, & Owen O’Donnell & Eddy van Doorslaer, 2011. "Long-Run Returns to Education: Does Schooling Lead to an Extended Old Age?," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 695-721.
    20. Pierre Dubois & Paulo Albuquerque & Olivier Allais & Céline Bonnet & Patrice Bertail & Pierre Combris & Saadi Lahlou & Natalie Rigal & Bernard Ruffieux & Pierre Chandon, 2021. "Effects of front-of-pack labels on the nutritional quality of supermarket food purchases: evidence from a large-scale randomized controlled trial," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 119-138, January.
    21. Bryan Bollinger & Phillip Leslie & Alan Sorensen, 2011. "Calorie Posting in Chain Restaurants," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 91-128, February.
    22. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
    23. Peter Elias & Margaret Birch, 2010. "SOC2010: revision of the Standard Occupational Classification," Economic & Labour Market Review, Palgrave Macmillan;Office for National Statistics, vol. 4(7), pages 48-55, July.
    24. Rachel Griffith & Martin O'Connell, 2009. "The Use of Scanner Data for Research into Nutrition," Fiscal Studies, Institute for Fiscal Studies, vol. 30(Special I), pages 339-365, December.
    25. Rachel Griffith & Rodrigo Lluberas & Melanie Lührmann, 2016. "Gluttony and Sloth? Calories, Labor Market Activity and the Rise of Obesity," Journal of the European Economic Association, European Economic Association, vol. 14(6), pages 1253-1286.
    26. Belot, Michèle & Berlin, Noemi & James, Jonathan & Skafida, Valeria, 2018. "The Formation and Malleability of Dietary Habits: A Field Experiment with Low Income Families," IZA Discussion Papers 11317, Institute of Labor Economics (IZA).
    27. Fletcher, Jason M., 2015. "New evidence of the effects of education on health in the US: Compulsory schooling laws revisited," Social Science & Medicine, Elsevier, vol. 127(C), pages 101-107.
    28. Michael L. Anderson & David A. Matsa, 2011. "Are Restaurants Really Supersizing America?," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 152-188, January.
    29. Li, Jinhu & Powdthavee, Nattavudh, 2015. "Does more education lead to better health habits? Evidence from the school reforms in Australia," Social Science & Medicine, Elsevier, vol. 127(C), pages 83-91.
    30. Titus J. Galama & Adriana Lleras-Muney & Hans van Kippersluis, 2018. "The Effect of Education on Health and Mortality: A Review of Experimental and Quasi-Experimental Evidence," NBER Working Papers 24225, National Bureau of Economic Research, Inc.
    31. Michael Geruso & Heather Royer, 2018. "The Impact of Education on Family Formation: Quasi-Experimental Evidence from the UK," NBER Working Papers 24332, National Bureau of Economic Research, Inc.
    32. Cawley, John & Frisvold, David & Hill, Anna & Jones, David, 2019. "The impact of the Philadelphia beverage tax on purchases and consumption by adults and children," Journal of Health Economics, Elsevier, vol. 67(C).
    33. Capacci, Sara & Mazzocchi, Mario, 2011. "Five-a-day, a price to pay: An evaluation of the UK program impact accounting for market forces," Journal of Health Economics, Elsevier, vol. 30(1), pages 87-98, January.
    34. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    35. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    36. Kemptner, Daniel & Jürges, Hendrik & Reinhold, Steffen, 2011. "Changes in compulsory schooling and the causal effect of education on health: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 30(2), pages 340-354, March.
    37. Matt Dickson & Paul Gregg & Harriet Robinson, 2016. "Early, Late or Never? When Does Parental Education Impact Child Outcomes?," Economic Journal, Royal Economic Society, vol. 126(596), pages 184-231.
    38. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    39. Buckles, Kasey & Malamud, Ofer & Morrill, Melinda Sandler & Wozniak, Abigail, 2012. "The Effect of College Education on Health," IZA Discussion Papers 6659, Institute of Labor Economics (IZA).
    40. Jérôme Adda & Francesca Cornaglia, 2006. "Taxes, Cigarette Consumption, and Smoking Intensity," American Economic Review, American Economic Association, vol. 96(4), pages 1013-1028, September.
    41. Fletcher, Jason M. & Frisvold, David E. & Tefft, Nathan, 2010. "The effects of soft drink taxes on child and adolescent consumption and weight outcomes," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 967-974, December.
    42. Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
    43. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    44. Vincenzo Atella & Joanna Kopinska, 2014. "Body Weight, Eating Patterns, and Physical Activity: The Role of Education," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1225-1249, August.
    45. Richard Akresh & Daniel Halim & Marieke Kleemans, 2023. "Long-Term and Intergenerational Effects of Education: Evidence from School Construction in Indonesia," The Economic Journal, Royal Economic Society, vol. 133(650), pages 582-612.
    46. Rachel Griffith & Martin O'Connell & Kate Smith, 2017. "The Importance of Product Reformulation Versus Consumer Choice in Improving Diet Quality," Economica, London School of Economics and Political Science, vol. 84(333), pages 34-53, January.
    47. Jessica Wisdom & Julie S. Downs & George Loewenstein, 2010. "Promoting Healthy Choices: Information versus Convenience," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 164-178, April.
    48. Albouy, Valerie & Lequien, Laurent, 2009. "Does compulsory education lower mortality?," Journal of Health Economics, Elsevier, vol. 28(1), pages 155-168, January.
    49. Victor R. Fuchs, 1982. "Time Preference and Health: An Exploratory Study," NBER Chapters, in: Economic Aspects of Health, pages 93-120, National Bureau of Economic Research, Inc.
    50. Fichera, Eleonora & von Hinke, Stephanie, 2020. "The response to nutritional labels: Evidence from a quasi-experiment," Journal of Health Economics, Elsevier, vol. 72(C).
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